Trait

org.platanios.tensorflow.api.ops.variables

Initializer

Related Doc: package variables

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trait Initializer extends AnyRef

Base trait for all variable initializers.

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AnyRef, Any
Known Subclasses
ConstantInitializer, DynamicConstantInitializer, GlorotNormalInitializer, GlorotUniformInitializer, OnesInitializer, RandomNormalInitializer, RandomTruncatedNormalInitializer, RandomUniformInitializer, VarianceScalingInitializer, ZerosInitializer
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Abstract Value Members

  1. abstract def initialValue(dataType: types.DataType, shape: core.Shape, partitionInfo: PartitionInformation): Output

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    Generates an initial value op.

    Generates an initial value op.

    dataType

    Data type for the output tensor.

    shape

    Shape for the output tensor.

    partitionInfo

    PartitionInformation object holding additional information about how the variable is partitioned. May be null if the variable is not partitioned.

    returns

    Created op output.

    Annotations
    @throws( ... )
    Exceptions thrown

    ShapeMismatchException If the initializer cannot produce a value with the requested shape.

Concrete Value Members

  1. final def !=(arg0: Any): Boolean

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. def apply(dataType: types.DataType, shape: core.Shape, partitionInfo: PartitionInformation): Output

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  5. final def asInstanceOf[T0]: T0

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  6. def clone(): AnyRef

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  7. val dataType: types.DataType

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    Data type of the values produced by this initializer.

    Data type of the values produced by this initializer. If null, then the initializer may produce values of any data type.

  8. final def eq(arg0: AnyRef): Boolean

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  9. def equals(arg0: Any): Boolean

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  10. def finalize(): Unit

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  11. final def getClass(): Class[_]

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  12. def hashCode(): Int

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  13. final def isInstanceOf[T0]: Boolean

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  14. final def ne(arg0: AnyRef): Boolean

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  15. final def notify(): Unit

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  16. final def notifyAll(): Unit

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  17. val shape: core.Shape

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    Shape of the values produced by this initializer.

    Shape of the values produced by this initializer. If null, then the initializer may produce values of any shape.

  18. final def synchronized[T0](arg0: ⇒ T0): T0

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  19. def toString(): String

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  20. final def wait(): Unit

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  21. final def wait(arg0: Long, arg1: Int): Unit

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  22. final def wait(arg0: Long): Unit

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